Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9710088 | 0.8378271 | 0.5852372 |
| bt | 0.9423886 | 0.7530302 | 0.4389043 |
| maxnet | 0.9352397 | 0.7487261 | NA |
| gam | 0.9308861 | 0.7501608 | 0.4628578 |
| glm | 0.9346460 | 0.7430367 | 0.4355378 |